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Y. Umeda

11 papers hereh-index 14912 citations66 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6
  • last author3

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML3
  • cond-mat.mtrl-sci2
  • cs.CG2
  • astro-ph.EP1
same name
  • Y. Umeda — 13 papers, h 5
  • Y. Umeda — 2 papers, h 9

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedPersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures

72 citations · 184 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics

Harsh Rangwani, Shrinivas Ramasubramanian, Sho Takemori +3

Self-training based semi-supervised learning algorithms have enabled the learning of highly accurate deep neural networks, using only a fraction of labeled data. However, the major…

cs.LG2023★ 5 cited

Fast and Multi-aspect Mining of Complex Time-stamped Event Streams

Kota Nakamura, Yasuko Matsubara, Koki Kawabata +3

Given a huge, online stream of time-evolving events with multiple attributes, such as online shopping logs: (item, price, brand, time), and local mobility activities: (pick-up and…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.